SRE and Platform Engineer
Ritesh Sonawane
I build reliable Kubernetes, observability, CI/CD, and multi-cloud systems for production teams.
I have helped 10+ clients across AWS, GCP, and Azure scale infra across 17+ Kubernetes clusters, including GPU-enabled and air-gapped enterprise environments.
Selected posts
Recent writing
Jul 6, 2026 · 11 min read
LLM Inference KPIs Every SRE Should Know
LLM inference metrics for SREs: TTFT, TPOT, KV cache, HBM bandwidth, and how they connect to real production behavior.
kubernetes
inference
llm
Jun 26, 2026 · 10 min read
Kubernetes Gateway API Inference Extension
Kubernetes Gateway API Inference Extension: What It Is and Why It Matters
kubernetes
inference
llmd
Jun 8, 2026 · 8 min read
NVIDIA DSX
What is NVIDIA DSX AI Factories
nvidia
news